SRAM-based PIM gained popularity from its implementation simplicity using active device-
only and compatibility with the standard CMOS logic process. Unlike the DRAM macro that is …

FLASH is a type of electrically erasable read-only memory (EEPROM), where the program
code is usually stored. It requires high programming voltages at the control gate in order to …

The unprecedented growth in Deep Neural Networks (DNN) model size has resulted into a
massive amount of data movement from off-chip memory to on-chip processing cores in …

As von-Neumann computing architectures become increasingly constrained by data-
movement overheads, researchers have started exploring processing-in-memory (PIM) …

As the demand for data-centric applications grows, traditional Von Neumann architectures
are increasingly strained. The frequent need for memory access in computing AI models and …

Abstract Machine learning (ML) inference is the evaluation process of a trained model for a
given input. To this end, it reads the input data and sends it through the various ML layers …